{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-08T03:16:41.764991Z",
     "start_time": "2022-04-08T03:16:40.382932Z"
    },
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0. 0. 0. ... 0. 0. 0.]\n",
      "22050\n"
     ]
    }
   ],
   "source": [
    "import librosa\n",
    "import librosa.display\n",
    "\n",
    "path = \"/Users/huanyushi/PycharmProjects/Conversion_backup/files/6b2be147-0035-4b7b-bdab-09bbeac85849.wav\"\n",
    "path2 = \"/Users/huanyushi/Desktop/2.wav\"\n",
    "\n",
    "duration, sr = librosa.load(path, sr=22050, mono=True, offset=0.0, duration=None)  #可以是WAV、Mp3等\n",
    "duration2, sr2 = librosa.load(path2, sr=22050, mono=True, offset=0.0, duration=None)  #可以是WAV、Mp3等\n",
    "\n",
    "\n",
    "duration_filt = librosa.effects.preemphasis(duration)\n",
    "duration2_filt = librosa.effects.preemphasis(duration2)\n",
    "\n",
    "print(duration)\n",
    "print(sr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-08T03:16:43.283349Z",
     "start_time": "2022-04-08T03:16:43.267625Z"
    },
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<IPython.lib.display.Audio object>",
      "text/html": "\n                <audio  controls=\"controls\" >\n                    <source 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type=\"audio/wav\" />\n                    Your browser does not support the audio element.\n                </audio>\n              "
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import IPython.display as ipd\n",
    "\n",
    "ipd.Audio(duration_filt, rate=sr)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "outputs": [
    {
     "data": {
      "text/plain": "<IPython.lib.display.Audio object>",
      "text/html": "\n                <audio  controls=\"controls\" >\n                    <source 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\" type=\"audio/wav\" />\n                    Your browser does not support the audio element.\n                </audio>\n              "
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ipd.Audio(duration2_filt, rate=sr2)\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-04-08T03:16:47.037719Z",
     "start_time": "2022-04-08T03:16:46.868253Z"
    },
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<librosa.display.AdaptiveWaveplot at 0x12e099400>"
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 1008x360 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "plt.figure(figsize=(14, 5))\n",
    "librosa.display.waveshow(duration, sr=sr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "outputs": [
    {
     "data": {
      "text/plain": "<librosa.display.AdaptiveWaveplot at 0x12dc99040>"
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 1008x360 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14, 5))\n",
    "librosa.display.waveshow(duration2, sr=sr2)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/ry/j3ptr6ts6dzc7dg6bwzcnmvm0000gn/T/ipykernel_64525/2627735624.py:1: FutureWarning: Pass y=[0. 0. 0. ... 0. 0. 0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
      "  mfcc = librosa.feature.mfcc(duration, n_mfcc=1).reshape(-1)\n",
      "/var/folders/ry/j3ptr6ts6dzc7dg6bwzcnmvm0000gn/T/ipykernel_64525/2627735624.py:2: FutureWarning: Pass y=[2.2009602e-04 2.0232468e-04 7.3048061e-05 ... 2.1914269e-03 2.5421919e-03\n",
      " 0.0000000e+00] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
      "  mfcc2 = librosa.feature.mfcc(duration2, n_mfcc=1).reshape(-1)\n"
     ]
    }
   ],
   "source": [
    "mfcc = librosa.feature.mfcc(duration, n_mfcc=1).reshape(-1)\n",
    "mfcc2 = librosa.feature.mfcc(duration2, n_mfcc=1).reshape(-1)"
   ],
   "metadata": {
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    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3607.5967178344727\n",
      "0.03%\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import dtw\n",
    "from dtw import dtw\n",
    "\n",
    "manhattan_distance = lambda x, y: np.abs(x - y)\n",
    "\n",
    "dist, cost, acc, path = dtw(mfcc, mfcc2, dist=manhattan_distance)\n",
    "\n",
    "print(dist)\n",
    "\n",
    "sim = 1 / ((1 + dist))\n",
    "print(\"%.2f%%\" % (sim * 100))"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
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